Answered: A manufacturer of sports equipment has…

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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A manufacturer of sports equipment has developed a new synthetic fishing line that he claims has a mean breaking strength of 8 kilograms with a standard deviation of 0.5 kilogram. A random sample of 50 fishing lines was tested and found to have a mean breaking strength of 7.8 kilograms. Does this sample indicate that the mean breaking strength is different than 8 kilograms? Use a 0.01 level of significance. a. To test the hypothesis, his null and alternative hypotheses are: ?0:_______________ and ?1:____________________ . b. What is the appropriate decision parameter at the 99% level of confidence? (“the null will be rejected if the z- or t- value is...). c. Determine the sample statistic using the sample data above. d. Based on his hypothesis test, should the null hypothesis be rejected? Explain why or why not. e. Obtain the confidence interval, at the 99% level.

Definition Definition Measure of central tendency that is the average of a given data set. The mean value is evaluated as the quotient of the sum of all observations by the sample size. The mean, in contrast to a median, is affected by extreme values. Very large or very small values can distract the mean from the center of the data. Arithmetic mean: The most common type of mean is the arithmetic mean. It is evaluated using the formula: μ = 1 N ∑ i = 1 N x i Other types of means are the geometric mean, logarithmic mean, and harmonic mean. Geometric mean: The nth root of the product of n observations from a data set is defined as the geometric mean of the set: G = x 1 x 2 ... x n n Logarithmic mean: The difference of the natural logarithms of the two numbers, divided by the difference between the numbers is the logarithmic mean of the two numbers. The logarithmic mean is used particularly in heat transfer and mass transfer. ln x 2 − ln x 1 x 2 − x 1 Harmonic mean: The inverse of the arithmetic mean of the inverses of all the numbers in a data set is the harmonic mean of the data. 1 1 x 1 + 1 x 2 + ...

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